Advanced computer vision for extracting georeferenced vehicle trajectories from drone imagery
Paper • 2411.02136 • Published • 1
From drone video to georeferenced vehicle trajectories: the geo-trax pipeline, detector and demo, the Songdo datasets, and a stabilization benchmark.
Note Geo-trax: detection, tracking, stabilization and georeferencing of vehicles in 4K drone video. Code: github.com/rfonod/geo-trax
Detect vehicles in aerial bird's-eye-view drone imagery
Note Benchmark of the stabilization step: moving vehicles can capture the homography, and object masking prevents it. Code: github.com/rfonod/stabilo-benchmark